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f53cb36b9dc98d75819866b0890a792f4cbb94b3
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320 Commits

Author SHA1 Message Date
Konstantin Hirschfeld
f53cb36b9d allow for sparse predictions
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2026-02-09 13:25:50 +01:00
Georeth Chow
78f18505b1 fix LASSO (#346) 
* fix lasso doc typo
* fix lasso optimizer bug
 2025-12-05 17:49:07 +09:00
Georeth Chow
18de2aa244 add fit_intercept to LASSO (#344) 
* add fit_intercept to LASSO
* lasso: intercept=None if fit_intercept is false
* update CHANGELOG.md to reflect lasso changes
* lasso: minor
 2025-11-29 02:46:14 +00:00
Georeth Chow
2bf5f7a1a5 Fix LASSO (first two of #342) (#343) 
* Fix LASSO (#342)
* change loss function in doc to match code
* allow `n == p` case
* lasso add test_full_rank_x

---------

Co-authored-by: Zhou Xiaozhou <zxz@jiweifund.com>
 2025-11-28 12:15:43 +09:00
Charlie Martin
70d8a0f34b fix precision and recall calculations (#338) 
* fix precision and recall calculations
 2025-11-24 01:46:56 +00:00
Charlie Martin
0e42a97514 add serde support for XGRegressor (#337) 
* add serde support for XGBoostRegressor
* add traits to dependent structs
 2025-11-16 19:31:21 +09:00
Lorenzo
36efd582a5 Fix is_empty method logic in matrix.rs (#336) 
* Fix is_empty method logic in matrix.rs
* bump to 0.4.6
* silence some clippy
 2025-11-15 05:22:42 +00:00
Lorenzo
63f86f7bc9 Add with_top_k to CosineSimilarity (#332) 
* Implement cosine similarity and cosinepair
* formatting
* fix clippy
* Add top k CosinePair
* fix distance computation
* set min similarity for constant zeros
* bump version to 0.4.5
 2025-10-09 17:27:54 +01:00
Lorenzo
e633afa520 set min similarity for constant zeros (#331) 
* set min similarity for constant zeros
* bump version
 2025-10-02 15:41:18 +01:00
Lorenzo
09be4681cf Implement cosine similarity and cosinepair (#327) 
* Implement cosine similarity and cosinepair
 2025-09-27 11:08:57 +01:00
Daniel Lacina
4841791b7e implemented extra trees (#320) 
* implemented extra trees

* implemented extra trees
 2025-07-12 18:37:11 +01:00
Daniel Lacina
9fef05ecc6 refactored random forest regressor into reusable compoennts (#318) 2025-07-12 15:56:49 +01:00
Daniel Lacina
c5816b0e1b refactored decision tree into reusable components (#316) 
* refactored decision tree into reusable components

* got rid of api code from base tree because its an implementation detail

* got rid of api code from base tree because its an implementation detail

* changed name
 2025-07-12 11:25:53 +01:00
Daniel Lacina
5cc5528367 implemented xgdboost_regression (#314) 
* implemented xgd_regression
 2025-07-09 15:25:45 +01:00
Daniel Lacina
d459c48372 implemented single linkage clustering (#313) 
* implemented single linkage clustering

---------

Co-authored-by: Lorenzo Mec-iS <tunedconsulting@gmail.com>
 2025-07-03 18:05:54 +01:00
Daniel Lacina
730c0d64df implemented multiclass for svc (#308) 
* implemented multiclass for svc
* modified the multiclass svc so it doesnt modify the current api
 2025-06-16 11:00:11 +01:00
Lorenzo
44424807a0 Implement SVR and SVR kernels with Enum. Add tests for argsort_mut (#303) 
* Add tests for argsort_mut
* Add formatting and cleaning up .github directory
* fix clippy error. suggestion to use .contains()
* define type explicitly for variable jstack
* Implement kernel as enumerator
* basic svr and svr_params implementation
* Complete enum implementation for Kernels. Implement search grid for SVR. Add documentation.
* Fix serde configuration in cargo clippy
*  Implement search parameters (#304)
* Implement SVR kernels as enumerator
* basic svr and svr_params implementation
* Implement search grid for SVR. Add documentation.
* Fix serde configuration in cargo clippy
* Fix wasm32 typetag
* fix typetag
* Bump to version 0.4.2
 2025-06-02 11:01:46 +01:00
morenol
76d1ef610d Update Cargo.toml (#299) 
* Update Cargo.toml

* chore: fix clippy

* chore: bump actions

* chore: fix clippy

* chore: update target name

---------

Co-authored-by: Luis Moreno <morenol@users.noreply.github.com>
 2025-04-24 23:24:29 -04:00
Lorenzo
17dc9f3bbf Add ordered pairs for FastPair (#252) 
* Add ordered_pairs method to FastPair
* add tests to fastpair
 2025-01-28 00:48:08 +00:00
Lorenzo
c8ec8fec00 Fix #245: return error for NaN in naive bayes (#246) 
* Fix #245: return error for NaN in naive bayes
* Implement error handling for NaN values in NBayes predict:
* general behaviour has been kept unchanged according to original tests in `mod.rs`
* aka: error is returned only if all the predicted probabilities are NaN
* Add tests
* Add test with static values
* Add test for numerical stability with numpy
 2025-01-27 23:17:55 +00:00
Lorenzo
3da433f757 Implement predict_proba for DecisionTreeClassifier (#287) 
* Implement predict_proba for DecisionTreeClassifier
* Some automated fixes suggested by cargo clippy --fix
 2025-01-20 18:50:00 +00:00
morenol
ba75f9ffad chore: fix clippy (#283) 
* chore: fix clippy


Co-authored-by: Luis Moreno <morenol@users.noreply.github.com>
 2024-11-25 11:34:29 -04:00
Lorenzo
239c00428f Patch to version 0.4.0 (#257) 
* uncomment test

* Add random test for logistic regression

* linting

* Bump version

* Add test for logistic regression

* linting

* initial commit

* final

* final-clean

* Bump to 0.4.0

* Fix linter

* cleanup

* Update CHANDELOG with breaking changes

* Update CHANDELOG date

* Add functional methods to DenseMatrix implementation

* linting

* add type declaration in test

* Fix Wasm tests failing

* linting

* fix tests

* linting

* Add type annotations on BBDTree constructor

* fix clippy

* fix clippy

* fix tests

* bump version

* run fmt. fix changelog

---------

Co-authored-by: Edmund Cape <edmund@Edmunds-MacBook-Pro.local>
 2024-03-04 08:51:27 -05:00
morenol
80a93c1a0e chore: fix clippy (#276) 
Co-authored-by: Luis Moreno <morenol@users.noreply.github.com>
 2024-02-25 00:17:30 -05:00
Tushushu
4eadd16ce4 Implement the feature importance for Decision Tree Classifier (#275) 
* store impurity in the node

* add number of features

* add a TODO

* draft feature importance

* feat

* n_samples of node

* compute_feature_importances

* unit tests

* always calculate impurity

* fix bug

* fix linter
 2024-02-24 23:37:30 -05:00
Frédéric Meyer
886b5631b7 In Naive Bayes, avoid using Option::unwrap and so avoid panicking from NaN values (#274) 2024-01-10 14:59:10 -04:00
morenol
6f22bbd150 chore: update clippy lints (#272) 
* chore: fix clippy lints
---------

Co-authored-by: Luis Moreno <morenol@users.noreply.github.com>
 2023-11-20 21:54:09 -04:00
Ruben De Smet
545ed6ce2b Remove some allocations (#262) 
* Remove some allocations

* Remove some more allocations
 2023-04-26 21:46:26 +08:00
morenol
8939ed93b9 chore: fix clippy warnings from Rust release 1.69 (#263) 
* chore: fix clippy warnings from Rust release 1.69

* chore: run `cargo fmt`

* refactor: remove unused type parameter

---------

Co-authored-by: Luis Moreno <morenol@users.noreply.github.com>
 2023-04-26 01:35:58 +09:00
Hsiang-Cheng Yang
d52830a818 Update arrays.rs (#253) 
fix a typo
 2023-03-23 19:15:54 -04:00
Lorenzo
f498f9629e Implement realnum::rand (#251) 
Co-authored-by: Luis Moreno <morenol@users.noreply.github.com>
Co-authored-by: Lorenzo <tunedconsulting@gmail.com>

* Implement rand. Use the new derive [#default]
* Use custom range
* Use range seed
* Bump version
* Add array length checks for
 2023-03-20 14:45:44 +00:00
morenol
c7353d0b57 Run cargo clippy --fix (#250) 
* Run `cargo clippy --fix`
* Run `cargo clippy --all-features --fix`
* Fix other clippy warnings
* cargo fmt

Co-authored-by: Luis Moreno <morenol@users.noreply.github.com>
 2023-01-27 10:41:18 +00:00
morenol
8efb959b3c Handle kernel serialization (#232) 
* Handle kernel serialization
* Do not use typetag in WASM
* enable tests for serialization
* Update serde feature deps

Co-authored-by: Luis Moreno <morenol@users.noreply.github.com>
Co-authored-by: Lorenzo <tunedconsulting@gmail.com>
 2022-11-08 16:18:05 +00:00
morenol
9eaae9ef35 Fixes for release (#237) 
* Fixes for release
* add new test
* Remove change applied in development branch
* Only add dependency for wasm32
* Update ci.yml

Co-authored-by: Luis Moreno <morenol@users.noreply.github.com>
Co-authored-by: Lorenzo <tunedconsulting@gmail.com>
 2022-11-08 16:07:14 +00:00
Lorenzo
161d249917 Release 0.3 (#235) 2022-11-08 15:22:34 +00:00
morenol
425c3c1d0b Use Box in SVM and remove lifetimes (#228) 
* Do not change external API
Authored-by: Luis Moreno <morenol@users.noreply.github.com>
 2022-11-04 22:08:30 +00:00
morenol
35fe68e024 Fix CI (#227) 
* Update ci.yml
Co-authored-by: Luis Moreno <morenol@users.noreply.github.com>
 2022-11-03 13:48:16 -05:00
Lorenzo
d592b628be Implement CSV reader with new traits (#209) 2022-11-03 15:49:00 +00:00
Lorenzo (Mec-iS)
b66afa9222 Improve options conditionals 2022-11-03 14:58:05 +00:00
Lorenzo (Mec-iS)
ba70bb941f Implement Display for NaiveBayes 2022-11-03 14:18:56 +00:00
Lorenzo (Mec-iS)
d298709040 cargo clippy 2022-11-03 13:44:27 +00:00
Lorenzo (Mec-iS)
e50b4e8637 Fix signature of metrics tests 2022-11-03 13:40:54 +00:00
Lorenzo (Mec-iS)
26b72b67f4 Add kernels' parameters to public interface 2022-11-03 12:30:43 +00:00
Lorenzo
1964424589 Fix svr tests (#222) 2022-11-03 11:48:40 +00:00
Lorenzo (Mec-iS)
deac31a2ab Refactor modules structure in src/svm 2022-11-02 15:28:50 +00:00
Lorenzo (Mec-iS)
4cff7da50d Merge branch 'development' of github.com:smartcorelib/smartcore into development 2022-11-02 15:24:06 +00:00
Lorenzo (Mec-iS)
df0ae907f7 clean up svm 2022-11-02 15:23:56 +00:00
Lorenzo
cfbd45bfc0 Support Wasi as target (#216) 
* Improve features
* Add wasm32-wasi as a target
* Update .github/workflows/ci.yml
Co-authored-by: morenol <22335041+morenol@users.noreply.github.com>
 2022-11-02 15:22:38 +00:00
Lorenzo
b60329ca5d Disambiguate distances. Implement Fastpair. (#220) 2022-11-02 14:53:28 +00:00
morenol
4b096ad558 build: fix compilation without default features (#218) 
* build: fix compilation with optional features
* Remove unused config from Cargo.toml
* Fix cache keys
Co-authored-by: Luis Moreno <morenol@users.noreply.github.com>
 2022-11-02 10:09:03 +00:00